Smoothing the Score Function for Generalization in Diffusion Models: An Optimization-based Explanation Framework
arXiv:2601.19285v2 Announce Type: replace
Abstract: Diffusion models achieve remarkable generation quality, yet face a fundamental challenge known as memorization, where generated samples can replicate training samples exactly. We develop a theoretica…